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Some Models Associated with Age Specific Adult Literacy Rates of Urban Area in Bangladesh

机译:孟加拉国城市地区特定年龄段成人识字率的一些模型

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Comprehensive, reliable and timely data on literacy rate is important for formulating policies and improving the state of literacy level in a country. The purpose of this study is to estimate age specific adult literacy rates (ASALRs) for male, female and both sexes population of urban area in Bangladesh. And, to fit some mathematical models to these ASALRs and their forward cumulative distribution. For this, the secondary data on literacy number and corresponding population obtained from population census 2001 are used to fulfill these objectives. Quasi Newton Method is employed for the estimation of these models. F-test, t-test and cross validity prediction power (CVPP) are also applied to check the accuracy of these fitted models. It is found that all the curves are showing decreasing with increase of ages. After all, it is found that ASALRs for male, female and both sexes of urban area in Bangladesh follow third degree polynomial model. And their forward cumulative distribution follow second degree polynomial model. It is observed that the models are well fitted in accordance with t-test, F-test and CVPP. The stability of all these models is more than 97%. The result of this study will help to increase literacy rates of urban area by using effective steps or strategies.
机译:关于识字率的全面,可靠和及时的数据对于制定政策和提高一个国家的识字水平至关重要。这项研究的目的是估计孟加拉国城市地区男女的特定年龄段成人识字率(ASALR)。并且,为了使一些数学模型适合这些ASALR及其正向累积分布。为此,使用从人口普查2001年获得的识字率和相应人口的辅助数据来实现这些目标。拟牛顿法用于估计这些模型。 F检验,t检验和交叉有效性预测能力(CVPP)也用于检查这些拟合模型的准确性。发现所有曲线都随着年龄的增长而减小。毕竟,发现孟加拉国城市地区的男性,女性和男女的ASALR都遵循三次多项式模型。它们的前向累积分布遵循二阶多项式模型。可以看出,这些模型根据t检验,F检验和CVPP拟合得很好。所有这些模型的稳定性都超过97%。这项研究的结果将有助于通过采取有效措施或策略来提高城市地区的识字率。

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